# The best podcast prediction track records (2026-w31)
_Who actually called it. Shows ranked by how their past, dated predictions held up against reality._
**Published:** 2026-07-27
**Source:** https://www.startuphub.ai/ai-news/podcasts/2026/podcast-rankings-track-record-2026-w31
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Anyone can sound confident. We track the dated, falsifiable predictions made on each show and resolve them against what actually happened. Here is who has earned their confidence.

## Who actually called it

1. **The Gradient Podcast**: 7.3K views. density 16, specificity 68, attribution 71%, track record 100% (3/3 calls). [Listen](https://www.youtube.com/channel/UCsRy8FnMGxtQl0y-iY7nTIg)
2. **Y Combinator**: 218.1K views. density 32, specificity 76, attribution 72%, track record 75% (3/4 calls). [Listen](https://www.youtube.com/channel/UCxIJaCMEptJjxmmQgGFsnCg)
3. **The AI Daily Brief**: 75.6K views. density 43, specificity 73, attribution 84%, track record 67% (4/6 calls). [Listen](https://www.youtube.com/channel/UCKelCK4ZaO6HeEI1KQjqzWA)
4. **BG2 Pod**: 1.5M views. density 40, specificity 73, attribution 70%, track record 56% (5/9 calls). [Listen](https://www.youtube.com/channel/UC-yRDvpR99LUc5l7i7jLzew)
5. **Invest Like the Best**: 21.9K views. density 40, specificity 75, attribution 77%, track record 33% (1/3 calls). [Listen](https://www.youtube.com/channel/UCfnHKTFEryHWyqr4Xjsjb3w)
6. **Doom Debates**: 399.3K views. density 34, specificity 57, attribution 47%, track record 33% (1/3 calls). [Listen](https://www.youtube.com/channel/UCLwop3J1O7wL-PNWGjQw8fg)
7. **All-In Podcast**: 1.3M views. density 59, specificity 65, attribution 37%, track record 25% (2/8 calls). [Listen](https://www.youtube.com/channel/UCESLZhusAkFfsNsApnjF_Cg)

How we score: every show is graded from its episode transcripts on information density (named companies, people, figures, and mechanisms per minute), specificity (concrete, checkable claims versus vague punditry), source attribution (how often a claim credits where it came from), and a prediction track record we resolve against what actually happened. The full, continuously updated board lives at [the podcast rankings](/rankings/podcasts).
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Original analysis from [startuphub.ai](https://www.startuphub.ai), the #1 AI startup directory.